Turning Solo AI Coding Agents into 24/7 Incident Teammates: Building SwitchOps with Switch

Built for the **Flip the Switch Hackathon 2026* by WeMakeDevs & DevTools Academy, powered by Switch (SandboxAQ).*

Figure 1: SwitchOps multi-agent incident war room combining human SREs with Claude Code, Antigravity, and Codex.

1. The Solo Agent Paradox

If you have spent any time over the past year using tools like Claude Code, Codex, Cursor, or Antigravity, you know the magic: it feels like having a senior engineer living inside your personal terminal. You type a prompt, it inspects your repo, writes the diff, runs the tests, and gets the job done.

And yet, when a critical P0 production outage strikes at 3:00 AM, that entire superpower breaks down.

Why? Because production reliability is never a solo sport.

When your checkout API starts throwing HTTP 500 errors and customer transactions drop by 84%, an isolated bot running on a single developer's laptop—invisible to everyone else—is useless. You need your on-call DevOps engineer, your backend architect, your release manager, and your monitoring telemetry aligned in real time.

Until now, connecting AI to team chat meant building clunky, stateless webhook bots that couldn't talk to each other, couldn't access shared memory, and couldn't enforce strict human guardrails.

That is why we built SwitchOps for the Flip the Switch Hackathon. SwitchOps uses the open-source Switch infrastructure to turn solo coding agents into 24/7 autonomous production teammates inside your team's real chat channels (Slack, Microsoft Teams, Discord, and Telegram).

2. What Makes Switch Different? (The Room Primitive)

Traditional chatbots operate as point-to-point private message responders. Switch introduces the Room Primitive:

+-------------------------------------------------------------------------+ | SWITCH ROOM | | (#incidents-production) | +-------------------------------------------------------------------------+ | | | +-------------------------------------------------------------------+ | | | SHARED MEMORY LOG | | | | [Messages] [Tasks Board] [Decisions] [Knowledge Base] | | | +-------------------------------------------------------------------+ | | ▲ | | │ | | +--------------------+--------------------+ | | │ │ │ | | +--------------+ +--------------+ +--------------+ | | | @SwitchTriager| | @InfraOps | | @HotfixCoder | | | | (Claude Code)| | (Antigravity)| | (Codex) | | | +--------------+ +--------------+ +--------------+ | | ▲ ▲ ▲ | | └────────────────────┼────────────────────┘ | | │ SSE / HTTP Protocol | | +-----------------+ | | | SWITCH BRIDGE | | | +-----------------+ | | │ | | ┌───────────┬───────┴───┬───────────┐ | | ▼ ▼ ▼ ▼ | | [Slack] [Teams] [Discord] [Telegram] | +-------------------------------------------------------------------------+

The 4 Core Primitives of a Switch Room:

Shared Memory Log: Instead of separate prompt contexts, every human and agent in #incidents-production reads and writes to the identical shared stream of messages, instructions, tasks, decisions, and documentation.
Specialized Agent Roles: Agents are assigned distinct domain responsibilities rather than trying to do everything with a generic prompt.
Multi-Platform Collaboration Bridges: Switch natively bridges the room into Slack, Microsoft Teams, Discord, Telegram, or Mattermost without rewriting agent logic.
Agent Protocol (SSE Inbound, HTTP Outbound): Agents connect to real-time Server-Sent Events (GET /room/events) and dispatch actions via standard JSON HTTP POST (POST /room/messages, POST /room/tasks).

Figure 2: The SwitchOps interactive room interface featuring bright pastels, high-contrast typography, and live bridge selectors.

3. The Teammate Roster: Human-Agent Collaboration

Member	Role	Provider	Specialization
Priya Sharma	Incident Commander	👤 Human Teammate	Authorizes rollbacks and remediation orders via Wispr Flow voice dictation.
Sam Taylor	On-Call DevOps	👤 Human Teammate	First responder; pages agents upon observing telemetry spikes.
Alex Chen	Backend Lead	👤 Human Teammate	Reviews architecture and database connection pool configurations.
@SwitchTriager	Lead Triager AI	🤖 Claude Code	Ingests alerts, parses stack traces, calculates blast radius, sets P0-P3 severity.
@InfraOps	Telemetry & Deploy Sentry	🤖 Antigravity	Inspects K8s pod health, identifies commit `a9f24e1` in deploy `v2.14.0`, prepares rollback canary.
@HotfixCoder	Hotfix & Release Engineer	🤖 Codex	Executes verified rollback to `v2.13.2`, runs smoke tests, and synthesizes the Blameless Post-Mortem.

4. Building with Switch Console & Template YAML

Setting up a multi-agent war room in Switch starts with a YAML template. When loaded into the Switch Console, it registers the agents, configures their system instructions, binds the chat bridges, and posts the kickoff announcement.

Here is the exact template we wrote for SwitchOps (switchops-warroom.template.yaml):

version: "1.0" metadata: name: "switchops-warroom" title: "SwitchOps: Multi-Agent Incident Commander" category: "DevOps & Production Reliability" agents: # Agent 1: Root-Cause Triager - name: "{team}-triager" description: "Ingests alerts, telemetry, classifies severity (P0-P3), routes root causes." addressing: anyone provider: "claude-code" instructions: | You are the Lead Incident Triager. For every report: 1. Restate incident in 1 line: [Severity: P0-P3] [Service] Summary. 2. Extract impacted endpoints, error codes (500s), and blast radius. 3. Hand off telemetry to @{team}-infraops and code tasks to @{team}-hotfixer. # Agent 2: Telemetry & K8s Sentry - name: "{team}-infraops" description: "Inspects K8s pods, deployments, DB connection pools, canary targets." addressing: owner-agents provider: "antigravity" instructions: | You are the Infrastructure Sentry. 1. Inspect the last 3 deployments and correlate git commit SHAs with the outage start time. 2. Check connection pools, CPU, and deadlocks. 3. Prepare a concrete rollback target (e.g. v2.13.2) and ask the human lead for sign-off. # Agent 3: Hotfix & Rollback Engineer - name: "{team}-hotfixer" description: "Generates surgical patches, runs smoke tests, drafts rollback PRs." addressing: owner-agents provider: "codex" instructions: | 1. Review the git diff between the faulty release and the rollback target. 2. Execute rollback once human signs off. 3. Verify error rates drop to 0% and compile the blameless post-mortem. room: name: "{team}-incidents" topic: "🔥 Production War Room & Automated Incident Response" bridge: "{bridge}" # slack, teams, discord, telegram agents: ["{team}-triager", "{team}-infraops", "{team}-hotfixer"] users: ["{$creator}", "priya.lead", "sam.devops"] rules: - id: "RULE-01" name: "Human-In-The-Loop Approval" description: "Zero production deployment or rollback without explicit human sign-off."

Figure 3: Inspecting the Switch Console template directly within the SwitchOps War Room.

5. Live Multi-Bridge Synchronization (Discord & Teams)

Switch's collaboration bridges mean your agents aren't locked to one proprietary chat ecosystem. With one click, SwitchOps synchronizes across Slack, Discord, and Microsoft Teams:

Figure 4: Instant cross-platform bridge sync between Slack and Discord.

6. Hands-Free Incident Commanding with Wispr Flow

During a critical P0 incident, manually typing complex terminal syntax or long markdown messages increases stress and invites typographical errors.

For the Code with Wispr ($500 Track), we integrated Wispr Flow Pro directly:

Spoken Sign-Off: Incident Commander Priya Sharma holds her Wispr key (Ctrl + Shift + Space) and speaks: > "Approved. Roll back cart-service to v2.13.2 immediately and monitor error rates."
Speed & Precision: Wispr transcribes at 4.2x the speed of typing with 99.4% technical speech accuracy.
Cryptographic Decision Log: The voice command is intercepted, verified, and permanently recorded in the room's Decisions Log with a SHA hash (0x7f4e91b8a3c20d).

Figure 5: Wispr Flow active voice dictation with audio wave visualizer.

Figure 6: Verified Wispr Flow Usage Scorecard showing 1,842 words dictated across the build and incident rehearsals.

7. Autonomous Remediation & Immutable Decision Audit

Once Priya's voice approval is received, @HotfixCoder triggers the Kubernetes canary rollback to v2.13.2.

Within seconds:

Connection pool utilization plummets from 100% (50/50) to 14% (7/50).
Latency returns to 48ms p99 (down from a 4,200ms spike).
HTTP 500 error rate drops to 0.00%.
All 5 shared tasks are marked complete, and a blameless post-mortem is synthesized.

Figure 7: Cryptographically verified Decision Audit Log guaranteeing non-repudiation.

Figure 8: Shared Room Tasks board showing real-time coordination between humans and AI agents.

8. Wire Inspection: The Switch Agent Protocol (SSE)

Want to see what travels over the wire? Switch uses a clean Server-Sent Events stream:

GET /room/events HTTP/1.1 Host: 127.0.0.1:8765 Accept: text/event-stream event: message data: {"sender_handle":"@SwitchTriager","agent_provider":"claude-code","content":"Severity P0: Connection pool timeout on cart-service."} event: decision data: {"id":"DEC-2026-01","approver":"Priya Sharma","method":"Wispr Flow Voice","status":"APPROVED_AND_EXECUTED","hash":"0x7f4e91b8a3c20d"}

Figure 9: Live Server-Sent Events (SSE) inspector streaming protocol packets in real time.

9. Key Takeaways from Building on Switch

Shared Context Eliminates Hallucination: When all agents read from the same room stream, they never give conflicting advice because the room maintains the canonical source of truth.
Human Guardrails Are Mandatory: Strict policies like RULE-01 (Zero Production Mutation Without Human Sign-Off) give engineering teams the confidence to deploy autonomous agents in real production environments.
Voice + Chat Is the Future of DevOps: Hands-free dictation with Wispr Flow turned high-stress incident commanding into a calm, mission-control experience.